Semantic Parsing with Bayesian Tree Transducers

@inproceedings{Jones2012SemanticPW,
  title={Semantic Parsing with Bayesian Tree Transducers},
  author={Bevan K. Jones and Mark Johnson and Sharon Goldwater},
  booktitle={ACL},
  year={2012}
}
Many semantic parsing models use tree transformations to map between natural language and meaning representation. However, while tree transformations are central to several state-of-the-art approaches, little use has been made of the rich literature on tree automata. This paper makes the connection concrete with a tree transducer based semantic parsing model and suggests that other models can be interpreted in a similar framework, increasing the generality of their contributions. In particular… CONTINUE READING
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